ΔE00 TEST report

Run Summary
Checkpoint: ./checkpoints/results/bg2/full/xattn__resnet18__image+mean+meta__-focus-__layersnone__ts-2__s101__model=xattn__backbone=resnet18__features=image+mean+meta/xattn_resnet18_e070_de002.0523.pt
Modelxattn
Backboneresnet18
Featuresimage+mean+meta
Included folders['focus']
Color spacergb
Epochs100
Batch size32
Seed101
Token stage
Pretrained
Optimizer
LR0.001
LR schedule
Weight decay0.0001

Overview

count414
mean0.806383
std0.61237
median0.637453
mad0.24006
q10.432135
q30.930263
iqr0.498128
cv0.759403
p50.223924
p250.432135
p500.637453
p750.930263
p901.67227
p952.13626
p993.05492
p90_minus_p101.37465
p95_minus_p51.91233

Histogram: overall

Histogram: zoom

Per-folder stats

foldercountmeanstdmedianmadiqrcvp5p25p50p75p90p95p99p90_minus_p10p95_minus_p5
focus/samsung/samsung-8300.5668990.3220750.4366630.1477810.3573470.5681340.2112580.3529090.4366630.7102561.086781.209951.308470.7999060.998696
focus/samsung/samsung-7250.6335610.6863640.3699230.1574670.4950171.083340.1556950.2783710.3699230.7733881.05022.065682.979260.8865351.90999
focus/iphone/iphone-10310.676490.4254610.6605420.1847090.3530020.6289240.1842870.3986020.6605420.7516051.036191.260742.120290.8113521.07645
focus/iphone/iphone-9260.6863420.3612860.5878280.1613640.3610940.5263930.3322940.4686480.5878280.8297421.117461.390881.736410.7820471.05859
focus/pixel/pixel-5230.7281110.5866670.5006510.2645340.6146620.8057390.1700550.3221620.5006510.9368241.852221.902941.970421.634871.73289
focus/samsung/samsung-6320.7563750.4198750.6513590.2299110.4074520.5551140.2411460.4960720.6513590.9035241.236431.596891.87850.9696981.35575
focus/pixel/pixel-8230.8069640.4167980.7484930.2401040.4594610.5165010.3536330.4853830.7484930.9448441.370241.629411.870010.9663321.27578
focus/iphone/iphone-13360.8080550.6416950.6253990.2088180.4340940.7941230.2049710.4399240.6253990.8740171.686922.394162.69861.404062.18919
focus/iphone/iphone-11260.8496060.5456360.6997390.26560.4883330.6422230.3189390.4803510.6997390.9686841.668872.042442.33871.306731.72351
focus/iphone/iphone-12320.8627880.7343090.7096350.1907030.3286570.8510890.2898890.5110340.7096350.839691.228522.291183.582310.7964022.00129
focus/pixel/pixel-9220.8882550.7367130.6317550.1810480.3981410.8293930.3624190.4799930.6317550.8781341.727072.874653.040061.352262.51223
focus/samsung/samsung-9300.9079790.5644640.71060.3046420.824410.6216710.3352110.4656980.71061.290111.792352.024982.11191.425341.68977
focus/pixel/pixel-6240.9460490.808720.5683650.2857790.8842630.8548390.260290.3659040.5683651.250172.298192.655492.756012.01962.3952
focus/samsung/samsung-10280.9738890.6398490.8104340.2367550.4629470.6570040.3600020.614560.8104341.077511.734872.116293.047381.249341.75629
focus/pixel/pixel-7261.04330.841610.6894320.21960.7195010.8066830.3538370.5302710.6894321.249771.91182.701093.703291.491572.34725

Outliers (largest ΔE00)

folderbasenameΔE00previewmetadata (|z|≥3)
focus/iphone/iphone-12 127 4.0329
cropped
original
no unusual numeric metadata
focus/pixel/pixel-7 089 3.9511
cropped
original
no unusual numeric metadata
focus/samsung/samsung-10 085 3.3553
cropped
original
no unusual numeric metadata
focus/samsung/samsung-7 056 3.1938
cropped
original
no unusual numeric metadata
focus/pixel/pixel-9 058 3.0691
cropped
original
no unusual numeric metadata
focus/pixel/pixel-7 002 2.9599
cropped
original
no unusual numeric metadata
focus/pixel/pixel-9 085 2.9307
cropped
original
no unusual numeric metadata
focus/iphone/iphone-13 085 2.8154
cropped
original
no unusual numeric metadata
focus/pixel/pixel-6 051 2.7687
cropped
original
no unusual numeric metadata
focus/pixel/pixel-6 135 2.7135
cropped
original
no unusual numeric metadata
focus/iphone/iphone-12 026 2.5795
cropped
original
no unusual numeric metadata
focus/iphone/iphone-13 086 2.4818
cropped
original
no unusual numeric metadata
focus/iphone/iphone-10 089 2.4027
cropped
original
no unusual numeric metadata
focus/iphone/iphone-11 044 2.4015
cropped
original
exif.Exif.MeteringMode=5 (z=+3.25)
focus/iphone/iphone-13 044 2.3650
cropped
original
no unusual numeric metadata
focus/pixel/pixel-6 079 2.3270
cropped
original
no unusual numeric metadata
focus/samsung/samsung-7 066 2.2997
cropped
original
no unusual numeric metadata
focus/pixel/pixel-6 128 2.2309
cropped
original
no unusual numeric metadata
focus/samsung/samsung-10 033 2.2148
cropped
original
no unusual numeric metadata
focus/iphone/iphone-13 026 2.1772
cropped
original
no unusual numeric metadata
focus/iphone/iphone-11 033 2.1502
cropped
original
exif.Exif.MeteringMode=5 (z=+3.25)
focus/samsung/samsung-9 093 2.1288
cropped
original
no unusual numeric metadata
focus/samsung/samsung-9 117 2.0706
cropped
original
no unusual numeric metadata
focus/iphone/iphone-12 128 2.0553
cropped
original
no unusual numeric metadata
focus/pixel/pixel-5 136 1.9880
cropped
original
no unusual numeric metadata
focus/samsung/samsung-9 111 1.9692
cropped
original
no unusual numeric metadata
focus/samsung/samsung-6 033 1.9339
cropped
original
no unusual numeric metadata
focus/samsung/samsung-10 096 1.9333
cropped
original
no unusual numeric metadata
focus/pixel/pixel-8 089 1.9303
cropped
original
no unusual numeric metadata
focus/pixel/pixel-7 056 1.9248
cropped
original
no unusual numeric metadata
focus/pixel/pixel-5 051 1.9081
cropped
original